Breast and Thyroid Surgical Department, Zhejiang Provincial People's Hospital of Hangzhou Medical College, Hangzhou City, Zhejiang 310014, China.
Department of General Surgery, Yiwu Hospital of Traditional Chinese Medicine, Yiwu, Zhejiang 322000, China.
Biosci Rep. 2020 Jan 31;40(1). doi: 10.1042/BSR20190303.
Accumulated evidence has demonstrated exosomes of cancer cells carry microRNAs (miRNAs) to non-malignant cells to induce metastasis. The present study aimed to identify crucial exosomal miRNAs for breast cancer (BC) using microarray data (GSE83669 and GSE50429) from Gene Expression Omnibus database, including exosomal samples from human BC cells (MCF7, MDA-MB-231) and normal mammary epithelial cell line (MCF10, MCF-10A), as well as original cell samples. Differentially expressed miRNAs (DEMs) were identified using EdgeR package, and mRNA targets were predicted using miRWalk2 database. The target genes were overlapped with BC genes from Comparative Toxicogenomics Database (CTD) to construct BC-related interaction network. Potential functions were analyzed by DAVID. The expression of crucial miRNAs and target genes were confirmed in other microarray datasets or TCGA sequencing data. Their associations with survival and other clinical characteristics were validated by Kaplan-Meier plotter and LinkedOmics database. As a result, 9 and 8 DEMs were identified to be shared in two datasets for exosomal and original cells, respectively. Further comparison showed that miR-455-5p was specifically differentially expressed in exosomes, and miR-1255a was commonly expressed in exosomal and original cells samples. miR-455-5p could interact with CDKN1B to influence cell cycle process and miR-1255a could regulate SMAD4 to participate in TGF-β signaling pathway. High expressed miR-455-5p (basal-like) and miR-1255a (overall) were associated with poor overall survival, while the high expression of their target genes was associated with excellent overall, recurrence-free or distant metastasis-free survival. In conclusion, the present study preliminarily indicates that exosomal miR-455-5p and miR-1255a may be novel therapeutic targets for BC.
已有大量证据表明,癌细胞来源的外泌体携带 microRNAs(miRNAs)至非恶性细胞,从而诱导转移。本研究旨在通过从基因表达综合数据库(GEO)中获取的 microarray 数据(GSE83669 和 GSE50429),包括来自人乳腺癌细胞(MCF7、MDA-MB-231)和正常乳腺上皮细胞系(MCF10、MCF-10A)的外泌体样本以及原始细胞样本,鉴定乳腺癌(BC)相关的关键外泌体 miRNAs。使用 EdgeR 包鉴定差异表达 miRNAs(DEMs),并使用 miRWalk2 数据库预测 mRNA 靶标。将靶基因与比较毒理学基因组数据库(CTD)中的 BC 基因进行重叠,构建 BC 相关的互作网络。通过 DAVID 对潜在功能进行分析。在其他 microarray 数据集或 TCGA 测序数据中验证关键 miRNAs 和靶基因的表达。通过 Kaplan-Meier plotter 和 LinkedOmics 数据库验证它们与生存和其他临床特征的相关性。结果,在两个数据集的外泌体和原始细胞中分别鉴定到 9 个和 8 个 DEMs 是共享的。进一步比较表明,miR-455-5p 在 exosomes 中特异性差异表达,miR-1255a 在 exosomal 和原始细胞样本中共同表达。miR-455-5p 可以与 CDKN1B 相互作用,影响细胞周期进程,而 miR-1255a 可以调节 SMAD4 参与 TGF-β 信号通路。高表达的 miR-455-5p(基底样)和 miR-1255a(整体)与总生存不良相关,而其靶基因的高表达与总生存、无复发或无远处转移生存相关。总之,本研究初步表明,外泌体 miR-455-5p 和 miR-1255a 可能是 BC 的新型治疗靶点。